Data Science Dojo

JANUARY 10, 2023

All data roles are identical It’s a common data science myth that all data roles are the same. So, let’s distinguish between some common data roles – data engineer, data scientist, and data analyst.

Data Science 195

Data Science Data Scientist Data Analyst Machine Learning 195

phData

AUGUST 11, 2023

Data engineering in healthcare is taking a giant leap forward with rapid industrial development. However, data collection and analysis have been commonplace in the healthcare sector for ages. Data Engineering in day-to-day hospital administration can help with better decision-making and patient diagnosis/prognosis.

Data Engineering 52

Data Engineering Data Engineering Data Engineer Data Engineering 52

ODSC - Open Data Science

MARCH 30, 2023

Using Azure ML to Train a Serengeti Data Model, Fast Option Pricing with DL, and How To Connect a GPU to a Container Using Azure ML to Train a Serengeti Data Model for Animal Identification In this article, we will cover how you can train a model using Notebooks in Azure Machine Learning Studio.

Azure 52

Azure ML ML Data Modeling 52

DagsHub

SEPTEMBER 10, 2023

DagsHub is a centralized platform to host and manage machine learning projects, including code, data, models, experiments, annotations, model registry, and more! Celebrating its 10th anniversary, Hacktoberfest has contributed 2.35 million pull/merge requests to open-source projects so far! Image by Hacktoberfest What is DagsHub?

Machine Learning 52

Machine Learning Machine Learning Data Pipeline AI 52

phData

FEBRUARY 8, 2024

Data Modeling, dbt has gradually emerged as a powerful tool that largely simplifies the process of building and handling data pipelines. dbt is an open-source command-line tool that allows data engineers to transform, test, and document the data into one single hub which follows the best practices of software engineering.

Data Modeling 52

Data Modeling Data Models Data Warehouse Database 52

AWS Machine Learning Blog

MARCH 18, 2025

I am creating a new metric and need the sales data. Can you provide me the sales at country level for 2023 ?") st.write("- **Good Input :** Write an query to extract sales at country level for orders placed in 2023 ") st.write("- Every input is processed as tokens. About the Author Rajendra Choudhary is a Sr.

SQL 106

SQL Database AI AI 106

AWS Machine Learning Blog

SEPTEMBER 18, 2024

In addition to its groundbreaking AI innovations, Zeta Global has harnessed Amazon Elastic Container Service (Amazon ECS) with AWS Fargate to deploy a multitude of smaller models efficiently. Additionally, Feast promotes feature reuse, so the time spent on data preparation is reduced greatly.

AWS 122

AWS Machine Learning Machine Learning ML 122

ODSC - Open Data Science

APRIL 26, 2023

As models become more complex and the needs of the organization evolve and demand greater predictive abilities, you’ll also find that machine learning engineers use specialized tools such as Hadoop and Apache Spark for large-scale data processing and distributed computing. Well then, you’re in luck.

Data Analyst 52

Data Analyst Machine Learning Machine Learning Power BI 52

phData

MAY 25, 2023

How to Optimize Power BI and Snowflake for Advanced Analytics Spencer Baucke May 25, 2023 The world of business intelligence and data modernization has never been more competitive than it is today. Creating an efficient data model can be the difference between having good or bad performance, especially when using DirectQuery.

Power BI 84

Power BI Analytics Analytics Azure 84

Iguazio

DECEMBER 14, 2023

Who This Book Is For This book is for practitioners in charge of building, managing, maintaining, and operationalizing the ML process end to end: Data science / AI / ML leaders: Heads of Data Science, VPs of Advanced Analytics, AI Lead etc. Monitor the data, models, and applications to guarantee their availability and performance.

ML 52

ML ML Data Science Data Preparation 52

Iguazio

FEBRUARY 8, 2024

Data engineers, data scientists and other data professional leaders have been racing to implement gen AI into their engineering efforts. Data Pipeline - Manages and processes various data sources. Application Pipeline - Manages requests and data/model validations.

ML 52

ML ML Data Scientist Machine Learning 52

Mlearning.ai

FEBRUARY 16, 2023

Therefore, you’ll be empowered to truncate and reprocess data if bugs are detected and provide an excellent raw data source for data scientists. Use Multiple Data Models With on-premise data warehouses, storing multiple copies of data can be too expensive. What will You Attain with Snowflake?

Data Warehouse 52

Data Warehouse Business Intelligence Business Intelligence Database 52

Pickl AI

JANUARY 16, 2024

Predictive Modeler Harnessing the power of algorithms to forecast future trends, aiding businesses in strategic decision-making. Trends in Data Analytics career path Trends Key Information Market Size and Growth CAGR Big Data Analytics Dealing with vast datasets efficiently. billion In 2023 – $307.52

Data Analyst 52

Data Analyst Data Analysis Data Analysis Analytics 52

phData

NOVEMBER 2, 2023

Traditionally, the tools for batch and streaming pipelines have been distinct, and as such, data engineers have had to create and manage parallel infrastructures to leverage the benefits of batch data while still delivering low-latency streaming products for real-time use cases.

Data Pipeline 52

Data Pipeline SQL Data Warehouse Data Engineering 52

phData

JULY 18, 2023

The Ultimate Modern Data Stack Migration Guide phData Marketing July 18, 2023 This guide was co-written by a team of data experts, including Dakota Kelley, Ahmad Aburia, Sam Hall, and Sunny Yan. Imagine a world where all of your data is organized, easily accessible, and routinely leveraged to drive impactful outcomes.

Data Warehouse 52

Data Warehouse Analytics Analytics Cloud Data 52

Pickl AI

DECEMBER 10, 2024

billion in 2023, grows at a projected CAGR of 36.6% Risk Management Strategies Across Data, Models, and Deployment Risk management begins with ensuring data quality , as flawed or biased datasets can compromise the entire system. Organisations grapple with biases, lack of transparency, and attack vulnerability.

AI 52

AI AI Artificial Intelligence Artificial Intelligence 52

Snorkel AI

MAY 12, 2023

Model-ready data refers to a feature library. For example, where verified data is present, the latencies are quantified. It enables users to aggregate, compute, and transform data in some scripted way, thereby promoting feature engineering, innovation, and reuse of data. Learn more, live!

Machine Learning 52

Machine Learning Machine Learning ML ML 52

Snorkel AI

MAY 12, 2023

Model-ready data refers to a feature library. For example, where verified data is present, the latencies are quantified. It enables users to aggregate, compute, and transform data in some scripted way, thereby promoting feature engineering, innovation, and reuse of data. Learn more, live!

Machine Learning 52

Machine Learning Machine Learning ML ML 52

phData

SEPTEMBER 27, 2024

Introduction: The Customer Data Modeling Dilemma You know, that thing we’ve been doing for years, trying to capture the essence of our customers in neat little profile boxes? For years, we’ve been obsessed with creating these grand, top-down customer data models. Yeah, that one.

Data Modeling 52

Data Modeling Data Models Apache Kafka Data Lakes 52

AWS Machine Learning Blog

MARCH 13, 2025

This post was co-written with Vishal Singh, Data Engineering Leader at Data & Analytics team of GoDaddy Generative AI solutions have the potential to transform businesses by boosting productivity and improving customer experiences, and using large language models (LLMs) in these solutions has become increasingly popular.

AWS 112

AWS AI AI Machine Learning 112

Pickl AI

JULY 18, 2024

MongoDB is a NoSQL database that uses a document-oriented data model. It stores data in flexible, JSON-like documents, allowing for dynamic schemas. Each document can have a different structure, allowing for flexibility in data modelling. SQL Interview Questions for Data Analyst 2023. What Is MongoDB?

Database 52

Database SQL Data Analyst Database Administration 52